KORA · AI EXECUTION PLATFORM

Run AIwithout LLMs.

KORA learns new work with AI,
then compiles validated repeats into execution
that runs without calling the LLM again.

See it run

GitHub

FIRST RUN

Understand → Verify → Compile

REPEAT RUNS

Execute without the LLM

WHY KORA

Why pay for the same
reasoning twice?

New work may need AI. Repeated work shouldn’t keep paying for the same reasoning.

TODAY

Every run starts over.

Three repeated model calls for the same job.

Same work. Same reasoning. Again and again.

WITH KORA

Learn once. Execute repeatedly.

AI verifies and compiles new work. Repeats execute with zero LLM calls.

Known work becomes execution.

1,000×EXECUTION SPEED

100×LOWER COST

99%+INFERENCE ELIMINATED

0SILENT OOD EXECUTION

When the work changes, KORA goes back to AI.

When it doesn’t, it just runs.

See benchmark results

WHERE KORA RUNS

From everyday tasks
to frontier work.

KORA can run repeated work across agents, business operations,
computers, physical systems, and generative workflows.

AI & Agents

Coding agents
Research agents
Browser agents
Agent workflows

Business
Operations

Customer support
Documents
Back-office workflows
Data operations

Computers &
Applications

Desktop applications
Browsers
Files & terminals
Local / remote computers

Physical
Systems

Robotics
Devices
Industrial automation
Simulation

Generative
Workflows

Music
Images
Video
3D / Media

Different work.Same execution layer.

KORA determines what can be executed,
uses AI only where needed, and runs the whole
workflow end to end.

HOW KORA WORKS

New work learns.
Known work runs.

KORA uses AI to understand new work, verifies what can be
repeated, and compiles it into an execution path.

Read the execution flow

Understand: use AI to analyze new work.
Verify: check what can be repeated.
Compile: create an execution path.
Execute: run without LLMs.
Verify: check the result.

Work changed? Yes → Learn again. No → Complete.

Learn

Use AI when the work is new.

Compile

Turn validated repeatable
work into execution.

Run

Execute known work without
calling the LLM again.

Use the right intelligence when you need it.

Jev

Specialized
Models

Local
Models

Frontier
Models

Tools

KORA doesn’t replace models.It decides when you no longer
need one.

Explore KORA Core

BUILD ON KORA

Build on KORA.
Turn capability into real applications.

Use KORA in your own applications, systems, and workflows.

KORA CORE

KORA Core

AI Execution Platform

Turn repeated AI work into
executable paths. KORA learns
what can be deterministic, compiles it,
and runs it reliably.

Learn, Verify, Compile and Execute layers.

Explore KORA Core

KORA REACH

KORA Reach

Computer Connectivity & Control

Connect web applications to local
remote computers. Secure, reliable,
and built for real work.

Connected laptop, desktop and remote devices.

Web App ↔ KORA Reach ↔ Mac / PC / Server

Also used by AI agents

DEVELOPER SURFACE

Start building.

SDKs, documentation, examples, and reference components
for building with KORA.

DocsGet started

ExamplesSee it in action

SDKsIntegrate

GitHubExplore code

Install from PyPI (when released)

1pip install getkora

Try the CLI

1kora --help

Note: getkora 0.0.0 is a placeholder on PyPI. The official release will include the full KORA package and CLI.

Reference copy shown. For the current installation path, use the Source tab.

Same foundation. Your next application.

FROM THE BLOG

Latest from Krako.

Ideas, engineering, and real-world applications
of deterministic-first AI.

KORA